id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
36,500
39
Female
50,865
Married
2
PhD
Employed
51.917401
Rural
Basic
null
15
609
5
2024-01-19 15:21:39.134960
Good
No
Rarely
Apartment
495
36,501
53
Female
63,036
Single
3
Master's
Employed
34.902183
Suburban
Comprehensive
2
9
null
6
2023-12-08 15:21:39.224915
Good
No
Daily
Condo
4,390
36,502
58
Female
5,864
Single
1
Bachelor's
null
13.393337
Suburban
Comprehensive
2
5
559
8
2020-12-25 15:21:39.253660
Poor
Yes
Weekly
Condo
1,003
36,503
33
Female
73,928
Married
0
Bachelor's
null
50.291677
Suburban
Basic
1
5
492
5
2023-07-30 15:21:39.290098
Poor
Yes
Weekly
Condo
2,681
36,504
45
Male
130,151
Divorced
3
High School
Employed
8.07956
Urban
Premium
2
18
433
3
2022-05-25 15:21:39.233998
Poor
No
Weekly
Condo
595
36,505
42
Female
70,594
Single
4
PhD
null
null
Rural
Comprehensive
2
0
834
2
2020-04-18 15:21:39.245086
Poor
Yes
Rarely
Condo
2,235
36,506
27
Male
870
Single
1
Bachelor's
null
30.367866
Suburban
Comprehensive
1
7
461
9
2024-03-21 15:21:39.237118
Good
Yes
Monthly
House
1,207
36,507
57
Female
72,459
Single
0
Master's
Employed
45.547284
Suburban
Comprehensive
2
9
772
5
2020-08-05 15:21:39.176717
Average
Yes
Rarely
Condo
3,167
36,508
57
Female
70,219
null
1
Bachelor's
null
31.797629
Urban
Premium
1
18
301
7
2021-10-22 15:21:39.084065
Good
Yes
Rarely
House
702
36,509
25
Male
38,963
Single
0
Master's
null
21.412898
Rural
Comprehensive
0
5
511
3
2023-02-06 15:21:39.185215
Poor
No
Daily
House
1,336
36,510
27
Male
71,116
Divorced
0
Master's
Employed
45.361038
Urban
Basic
2
4
368
9
2024-07-12 15:21:39.155231
Good
Yes
Rarely
House
447
36,511
62
Female
43,445
Married
2
High School
Unemployed
25.652611
Urban
Premium
1
6
551
9
2021-12-17 15:21:39.251142
Good
Yes
Monthly
Apartment
2,093
36,512
49
Female
27,401
Divorced
2
Master's
Unemployed
36.447701
Urban
Premium
null
15
null
7
2020-05-22 15:21:39.253660
Good
Yes
Weekly
Apartment
959
36,513
27
Female
104,984
Divorced
0
PhD
Unemployed
23.928252
Urban
Basic
1
19
361
5
2020-05-23 15:21:39.228521
Poor
No
Rarely
Condo
823
36,514
47
Female
27,480
Divorced
null
High School
null
35.845389
Rural
Premium
3
19
400
4
2021-12-29 15:21:39.251142
Average
No
Daily
House
1,075
36,515
63
Female
43,485
Divorced
2
High School
Unemployed
21.148836
Rural
Basic
1
5
733
7
2020-07-14 15:21:39.193945
Good
Yes
Weekly
Apartment
587
36,516
49
Male
10,354
Divorced
4
Master's
null
16.818668
Suburban
Comprehensive
2
11
689
3
2022-07-15 15:21:39.134960
Good
No
Daily
Condo
923
36,517
46
Male
8,897
Divorced
null
Master's
Employed
19.939262
Suburban
Basic
0
18
null
4
2020-09-06 15:21:39.172097
Poor
No
Monthly
House
464
36,518
18
Female
4,719
Married
4
PhD
Employed
25.013962
Suburban
Basic
null
6
403
1
2021-05-20 15:21:39.084065
null
Yes
Weekly
House
465
36,519
47
Male
null
Divorced
3
High School
Self-Employed
18.067499
Suburban
Comprehensive
1
11
362
6
2024-05-12 15:21:39.118178
Average
Yes
Monthly
House
1,275
36,520
18
Female
28,656
Divorced
1
PhD
null
18.095635
Urban
Basic
null
8
322
9
2021-05-21 15:21:39.283783
Poor
No
Daily
House
703
36,521
42
Female
14,071
Divorced
4
High School
Self-Employed
33.882446
Urban
Premium
null
14
452
6
2020-06-14 15:21:39.280784
null
Yes
Weekly
Condo
1,152
36,522
60
Female
12,521
Single
3
PhD
Employed
47.520033
Urban
Comprehensive
0
16
466
1
2022-03-20 15:21:39.134960
Poor
No
Rarely
Condo
3,924
36,523
59
Male
17,097
Divorced
3
Bachelor's
Employed
18.956548
Urban
Basic
0
16
521
3
2020-02-24 15:21:39.285112
Poor
No
Rarely
House
641
36,524
58
Male
2,748
Divorced
2
PhD
null
45.377835
Rural
Premium
0
17
548
4
2020-08-14 15:21:39.167099
Good
No
Daily
House
2,248
36,525
49
Male
29,097
null
1
Bachelor's
Self-Employed
45.986589
Suburban
Premium
null
14
544
5
2023-09-14 15:21:39.134960
null
No
Monthly
House
439
36,526
31
Male
26,625
Single
4
Master's
Employed
33.584489
Rural
Premium
2
8
512
7
2023-06-16 15:21:39.090124
Average
Yes
Monthly
House
793
36,527
55
Male
15,892
Divorced
null
PhD
Unemployed
22.454996
Urban
Basic
null
0
770
3
2023-05-18 15:21:39.244069
Good
Yes
Rarely
Apartment
396
36,528
54
Male
10,456
Divorced
4
High School
Unemployed
6.88526
Urban
Basic
0
18
830
9
2020-05-03 15:21:39.165120
Average
Yes
Rarely
Apartment
38
36,529
50
Female
45,628
Divorced
0
High School
Unemployed
22.991372
Rural
Premium
1
7
708
7
2024-02-29 15:21:39.285112
Poor
No
Rarely
Apartment
45
36,530
34
Male
5,927
Married
0
High School
Employed
15.789461
Suburban
Premium
1
12
515
5
2021-06-11 15:21:39.187211
Good
Yes
Rarely
Apartment
1,545
36,531
36
Male
122,967
Married
0
PhD
null
51.960426
Urban
Premium
1
16
602
7
2019-12-21 15:21:39.098696
Good
No
Monthly
Condo
642
36,532
42
Female
46,316
Divorced
3
Master's
Self-Employed
33.363945
Urban
Basic
0
12
null
5
2021-09-22 15:21:39.217387
Average
No
Weekly
Condo
621
36,533
22
Female
35,725
Married
1
PhD
Self-Employed
42.584936
Rural
Basic
null
16
546
8
2022-12-18 15:21:39.171102
Average
No
Weekly
Apartment
1,112
36,534
23
Female
100,505
Divorced
3
PhD
Employed
17.917026
Urban
Comprehensive
1
7
349
3
2024-01-21 15:21:39.155231
Good
Yes
Weekly
Apartment
776
36,535
36
Female
3,624
Divorced
0
High School
null
8.020545
Suburban
Premium
2
16
779
6
2023-02-01 15:21:39.134960
Average
Yes
Daily
House
1,218
36,536
32
Male
78,924
Divorced
3
Master's
Unemployed
14.923842
Rural
Basic
0
1
324
4
2020-06-06 15:21:39.134960
Average
No
Rarely
House
615
36,537
43
Female
30,962
Single
1
High School
Self-Employed
15.958444
Rural
Basic
null
0
null
4
2021-09-07 15:21:39.192212
Good
No
Monthly
House
1,387
36,538
34
Male
54,522
Single
null
High School
Self-Employed
15.965779
Rural
Premium
1
11
328
4
2023-03-30 15:21:39.134960
Average
No
Rarely
House
3,087
36,539
31
Female
9,833
Divorced
0
Master's
Unemployed
7.075869
Rural
Basic
null
6
736
2
2022-04-23 15:21:39.253660
Good
Yes
Weekly
Apartment
2,029
36,540
46
Male
72,532
Married
0
Bachelor's
Self-Employed
25.719286
Suburban
Comprehensive
4
10
438
2
2023-05-20 15:21:39.133866
Average
Yes
Weekly
House
629
36,541
42
Male
43,414
Divorced
2
PhD
Unemployed
6.555897
Urban
Comprehensive
null
13
723
4
2024-05-23 15:21:39.134960
Average
Yes
Monthly
House
2,393
36,542
null
Female
17,677
Single
1
Master's
Self-Employed
6.291412
Urban
Basic
0
19
761
5
2021-04-25 15:21:39.285112
Average
Yes
Daily
Condo
379
36,543
52
Female
137,847
Divorced
3
PhD
Unemployed
29.534375
Suburban
Basic
0
10
386
2
2020-05-12 15:21:39.273973
Good
No
Monthly
Condo
641
36,544
22
Male
27,961
Single
0
Master's
Employed
21.068832
Urban
Comprehensive
null
0
469
9
2019-10-02 15:21:39.134960
Poor
No
Monthly
Apartment
24
36,545
31
Female
16,197
Married
3
Master's
null
35.43346
Rural
Premium
1
13
782
2
2020-11-14 15:21:39.101733
Average
No
Daily
Condo
221
36,546
40
Male
2,978
Single
4
Bachelor's
Self-Employed
36.238741
Urban
Basic
null
15
657
2
2020-03-26 15:21:39.253660
Poor
No
Rarely
Apartment
3,271
36,547
22
Female
24,221
Married
1
Master's
Self-Employed
12.824366
Urban
Basic
2
4
682
1
2023-04-18 15:21:39.252145
Poor
Yes
Weekly
Apartment
1,041
36,548
50
Male
5,799
Married
null
PhD
Unemployed
47.908385
Suburban
Comprehensive
0
6
474
9
2020-09-05 15:21:39.245086
Average
No
Monthly
Condo
819
36,549
33
Female
114,734
Married
1
PhD
Unemployed
45.748528
Suburban
Basic
3
11
749
3
2021-04-29 15:21:39.279729
Average
No
Monthly
Apartment
2,309
36,550
null
Female
16,144
Divorced
1
Master's
Employed
null
Urban
Premium
null
9
572
5
2024-01-27 15:21:39.134960
Poor
Yes
Rarely
Condo
564
36,551
28
Male
24,043
Married
1
PhD
Unemployed
12.898326
Rural
Comprehensive
1
13
539
1
2020-11-03 15:21:39.126661
Poor
Yes
Daily
House
690
36,552
21
Male
2,663
Divorced
3
High School
Employed
19.071474
Urban
Basic
null
16
437
1
2023-08-06 15:21:39.098696
Good
No
Daily
House
531
36,553
23
Male
16,791
Single
1
Bachelor's
null
13.559936
Suburban
Premium
0
13
null
7
2022-07-13 15:21:39.211806
Good
Yes
Daily
House
732
36,554
49
Female
3,624
Divorced
null
High School
null
null
Urban
Comprehensive
1
0
678
8
2023-08-08 15:21:39.134960
Average
No
Rarely
Apartment
1,178
36,555
39
Female
36,088
Divorced
0
PhD
Unemployed
30.040073
Rural
Basic
0
8
null
9
2023-04-05 15:21:39.148733
Good
Yes
Weekly
Condo
447
36,556
20
Male
12,084
Divorced
4
High School
Employed
14.676869
Suburban
Comprehensive
null
1
635
7
2022-08-20 15:21:39.147735
Poor
Yes
Monthly
Condo
882
36,557
37
Male
637
Divorced
1
Master's
Self-Employed
34.037787
Urban
Comprehensive
0
2
394
7
2023-09-15 15:21:39.134960
Average
No
Rarely
Condo
3,718
36,558
18
Female
5,816
Single
3
PhD
Employed
15.08572
Rural
Premium
2
17
607
8
2022-10-06 15:21:39.120168
Average
Yes
Monthly
House
675
36,559
57
Male
2,379
Married
0
Bachelor's
Self-Employed
11.585344
Suburban
Premium
2
2
783
7
2024-04-06 15:21:39.237118
Poor
No
Weekly
House
1,127
36,560
null
Male
128,350
Single
3
PhD
Self-Employed
14.164745
Suburban
Premium
2
17
527
3
2024-04-15 15:21:39.269494
Good
No
Rarely
Apartment
146
36,561
43
Male
18,341
Married
0
High School
Unemployed
38.055841
Urban
Premium
null
0
488
1
2024-05-11 15:21:39.237118
Average
No
Weekly
House
877
36,562
38
Female
6,042
Divorced
4
Bachelor's
Unemployed
26.926806
Urban
Comprehensive
null
1
727
5
2024-05-15 15:21:39.261856
Average
No
Daily
House
536
36,563
46
Female
3,966
Divorced
2
Bachelor's
null
52.447918
Urban
Premium
0
15
824
7
2021-09-20 15:21:39.171102
Good
No
Rarely
Apartment
3,843
36,564
57
Female
11,275
Divorced
0
Master's
Employed
39.7339
Urban
Premium
null
18
466
4
2023-01-17 15:21:39.224915
null
Yes
Monthly
Condo
441
36,565
30
Female
91,342
Single
null
High School
null
36.08716
Suburban
Comprehensive
1
15
449
4
2022-11-03 15:21:39.085129
Good
Yes
Weekly
Apartment
537
36,566
58
Female
25,168
Married
0
High School
Employed
36.844648
Rural
Premium
null
11
514
2
2020-04-23 15:21:39.176717
Poor
Yes
Rarely
Condo
892
36,567
44
Male
5,931
Single
1
PhD
Self-Employed
33.926631
Suburban
Comprehensive
1
7
766
8
2023-05-31 15:21:39.256696
Average
Yes
Monthly
Condo
2,197
36,568
56
Female
10,076
Divorced
0
Bachelor's
Self-Employed
4.296047
Urban
Comprehensive
2
6
559
2
2024-01-13 15:21:39.198406
Average
Yes
Monthly
Apartment
581
36,569
61
Male
8,903
Single
4
Master's
null
46.342996
Suburban
Comprehensive
null
14
767
3
2022-10-07 15:21:39.134960
Good
Yes
Weekly
Condo
40
36,570
51
Male
16,862
Divorced
0
High School
Unemployed
18.176919
Suburban
Premium
2
7
617
1
2020-06-23 15:21:39.134960
Average
No
Monthly
Condo
724
36,571
58
Female
11,972
Divorced
0
Master's
Unemployed
37.952515
Suburban
Comprehensive
null
17
805
7
2022-01-21 15:21:39.249100
Average
No
Weekly
Apartment
1,161
36,572
20
Female
33,174
Married
0
Bachelor's
null
null
Urban
Basic
0
3
843
2
2020-06-09 15:21:39.222387
Poor
No
Rarely
Apartment
695
36,573
64
Female
9,135
Single
4
PhD
null
23.517418
Suburban
Premium
1
8
711
3
2021-04-17 15:21:39.089116
Good
Yes
Monthly
Condo
991
36,574
58
Female
28,585
Single
3
High School
Self-Employed
8.673074
Urban
Comprehensive
1
15
572
3
2020-11-07 15:21:39.197445
Good
Yes
Daily
House
695
36,575
46
Female
74,524
Married
3
Bachelor's
Employed
10.966933
Suburban
Premium
1
15
522
4
2024-03-17 15:21:39.204790
Good
No
Weekly
House
70
36,576
24
Male
1,340
Divorced
1
PhD
null
7.189913
Suburban
Premium
2
16
null
6
2022-05-24 15:21:39.168099
Good
Yes
Weekly
House
559
36,577
27
Female
1,325
Single
2
Bachelor's
Self-Employed
19.318909
Urban
Comprehensive
1
18
689
2
2021-05-02 15:21:39.272456
Good
Yes
Weekly
Condo
1,881
36,578
43
Male
141,844
Divorced
3
Bachelor's
Unemployed
17.057723
Rural
Comprehensive
null
6
677
2
2021-03-04 15:21:39.096739
Average
Yes
Rarely
House
221
36,579
43
Female
20,705
Married
4
PhD
Self-Employed
32.122675
Suburban
Premium
1
1
694
6
2023-10-29 15:21:39.155231
Good
No
Monthly
Condo
3,029
36,580
56
Male
124,725
Single
2
Bachelor's
null
16.84814
Rural
Premium
0
19
695
4
2024-06-05 15:21:39.108562
Poor
Yes
Monthly
House
49
36,581
54
Female
56,656
Single
3
Bachelor's
Employed
35.081435
Suburban
Basic
2
14
658
7
2022-05-30 15:21:39.237118
Average
Yes
Weekly
House
2,238
36,582
47
Female
87,164
Divorced
2
PhD
Unemployed
24.09907
Rural
Comprehensive
1
2
470
7
2021-06-08 15:21:39.192212
Average
No
Rarely
Apartment
259
36,583
58
Female
15,409
Married
3
Bachelor's
Self-Employed
42.766273
Suburban
Comprehensive
1
9
765
5
2021-07-02 15:21:39.134960
Poor
No
Monthly
Apartment
3,368
36,584
63
Male
844
Married
3
High School
Employed
14.715798
Suburban
Comprehensive
3
13
549
9
2024-02-11 15:21:39.206847
Poor
Yes
Rarely
Condo
546
36,585
39
Female
null
Single
0
Bachelor's
Unemployed
28.882414
Urban
Comprehensive
1
6
null
8
2020-12-13 15:21:39.164044
Average
No
Rarely
Condo
424
36,586
33
Female
9,981
Married
2
Bachelor's
Employed
29.106447
Urban
Basic
null
13
632
3
2020-10-29 15:21:39.104139
Good
No
Daily
House
848
36,587
47
Male
116,892
Married
4
PhD
Employed
18.836349
Suburban
Comprehensive
null
7
393
1
2023-10-10 15:21:39.266452
Good
Yes
Monthly
House
528
36,588
61
Male
29,077
Divorced
2
High School
Unemployed
24.9742
Suburban
Comprehensive
1
16
823
7
2022-03-03 15:21:39.177724
Good
No
Rarely
House
589
36,589
51
Female
25,249
Married
0
Master's
null
null
Rural
Premium
1
17
692
7
2020-06-16 15:21:39.237118
Good
Yes
Rarely
Condo
814
36,590
62
Male
17,806
Single
2
High School
Unemployed
24.299838
Rural
Basic
1
15
730
3
2020-06-03 15:21:39.288099
Average
Yes
Weekly
Apartment
546
36,591
46
Male
43,262
null
3
PhD
Unemployed
43.986725
Urban
Comprehensive
2
10
690
3
2023-06-23 15:21:39.175719
Poor
Yes
Monthly
Condo
1,204
36,592
25
Male
12,078
Divorced
3
Master's
Unemployed
26.77664
Suburban
Comprehensive
null
1
712
5
2020-03-07 15:21:39.096739
Good
No
Monthly
House
582
36,593
56
Male
6,098
Married
2
Bachelor's
null
27.233841
Urban
Basic
1
0
453
1
2020-02-14 15:21:39.175719
Poor
No
Weekly
Condo
717
36,594
34
Male
4,926
Married
1
PhD
null
44.077971
Rural
Basic
2
0
null
8
2024-01-06 15:21:39.237118
Good
No
Weekly
House
1,209
36,595
57
Female
34,968
Married
1
PhD
null
20.752774
Urban
Premium
1
3
702
2
2021-03-03 15:21:39.134960
Good
Yes
Daily
House
3,642
36,596
61
Male
12,984
Married
3
High School
null
44.792713
Urban
Basic
1
6
518
7
2021-04-28 15:21:39.182597
Average
Yes
Weekly
House
1,813
36,597
29
Female
69,143
Married
0
PhD
Employed
30.813595
Rural
Basic
1
15
709
5
2023-08-16 15:21:39.259788
null
Yes
Rarely
Apartment
102
36,598
62
Male
35,321
Single
2
High School
Unemployed
21.070768
Suburban
Comprehensive
1
8
null
2
2020-10-26 15:21:39.134960
Average
Yes
Monthly
Apartment
1,482
36,599
34
Female
70,538
Single
1
Master's
Employed
14.918798
Urban
Premium
2
7
504
5
2024-05-12 15:21:39.198406
Good
Yes
Weekly
House
556